David A. Patterson
Active 1975–2026
- 362
- Papers
- 78,166
- Citations
- 107
- h-index
- 276
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Computer Science81.1%
- Engineering8.7%
- Decision Sciences1.6%
- Medicine1.5%
- Biochemistry, Genetics and Molecular Biology1.5%
- Business, Management and Accounting1.1%
- Other4.5%
Topics
- Parallel Computing and Optimization Techniques11.1%
- Cloud Computing and Resource Management7.5%
- Advanced Data Storage Technologies6.9%
- Distributed and Parallel Computing Systems4.6%
- Interconnection Networks and Systems3.6%
- Embedded Systems Design Techniques3.5%
- Other62.8%
Coauthors
- Armando Fox37
- Randy H. Katz29
- Krste Asanovic26
- John L. Hennessy21
- Anthony P. Farrell17
- Michael I. Jordan15
- Scott G. Hinch15
- David Oppenheimer14
- Steven J. Cooke14
- Thomas E. Anderson14
- Cliff Young12
- Kristina M. Miller12
- Christoforos E. Kozyrakis11
- Garth A. Gibson11
- Norman P. Jouppi11
- Kimberly Keeton10
- Nishant Patil10
- Aaron B. Brown9
- Amin Vahdat9
- Andrew Waterman9
- Carlo H. Séquin9
- Katherine A. Yelick9
- Michael J. Franklin9
- Peter M. Chen9
All papers
- In-Datacenter Performance Analysis of a Tensor Processing Unit
Authors: Norman P. Jouppi, Cliff Young, Nishant Patil, David A. Patterson, Gaurav Agrawal, Raminder Bajwa, S. C. Bates, Suresh Bhatia, Nan Boden, Al Borchers, Rick Boyle, Pierre-luc Cantin, Clifford Chao, Chris Clark, Jeremy Coriell, Mike Daley, Matt Dau, Jay B. Dean, Ben Gelb, Tara Vazir Ghaemmaghami, Rajendra Gottipati, William Gulland, Robert B. Hagmann, C. Richard Ho, Doug Hogberg, John Wei-Shan Hu, Robert Hundt, Dan Hurt, Julian Ibarz, Aaron Jaffey, Alek Jaworski, Alexander Kaplan, Harshit Khaitan, Daniel Killebrew, Andy Koch, Naveen Kumar, Steve Lacy, James Laudon, James Law, Diemthu Le, Chris Leary, Zhuyuan Liu, Kyle Lucke, Alan Lundin, Gordon MacKean, Adriana Maggiore, Maire Mahony, Kieran Miller, Rahul Nagarajan, Ravi Narayanaswami, Ray Ni, Kathy Nix, Thomas Norrie, Mark Omernick, Narayana Penukonda, Andy Phelps, Jonathan Ross, Matt Ross, Amir Salek Farrokhi, Emad Samadiani, Chris Severn, Gregory Sizikov, Matthew Snelham, Jed Souter, Dan Steinberg, Andy Swing, Mercedes Tan, Gregory Thorson, Bo Tian, Horia Toma, Erick Tuttle, Vijay Vasudevan, Richard Walter, Walter Wang, Eric Wilcox, Doe Hyun Yoon - ACM SIGARCH Computer Architecture News 2017 cited by 4,424
- Roofline: an insightful visual performance model for multicore architectures
Authors: Samuel Williams, Andrew Waterman, David A. Patterson - Communications of the ACM, Commun. ACM 2009 cited by 2,356
- Carbon Emissions and Large Neural Network Training
Authors: David A. Patterson, Joseph E. Gonzalez, Quoc V. Le, Liang Chen, Lluís-Miquel Munguía, Daniel Rothchild, David R. So, Maud Texier, Jeff Dean - arXiv (Cornell University), CoRR 2021 cited by 580
- A view of cloud computing
Authors: Michael Armbrust, Armando Fox, Rean Griffith, Anthony D. Joseph, Randy H. Katz, Andy Konwinski, Gunho Lee, David A. Patterson, Ariel Rabkin, Ion Stoica, Matei Zaharia - Communications of the ACM, Commun. ACM 2010 cited by 8,997
- Detecting Large-Scale System Problems by Mining Console Logs
Authors: Wei Xu, Ling Huang, Armando Fox, David A. Patterson, Michael I. Jordan - SIGOPS 22nd symposium on Operating systems principles, ICML 2009 cited by 1,360
- Ten Lessons From Three Generations Shaped Google's TPUv4i : Industrial Product
Authors: Norman P. Jouppi, Doe Hyun Yoon, Matthew Ashcraft, Mark Gottscho, Thomas B. Jablin, George Kurian, James Laudon, Sheng Li, Peter C. Ma, Xiaoyu Ma, Thomas Norrie, Nishant Patil, Sushma Prasad, Cliff Young, Zongwei Zhou, David A. Patterson - ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA) 2021 cited by 338
- A new golden age for computer architecture
Authors: John L. Hennessy, David A. Patterson - Communications of the ACM, Commun. ACM 2019 cited by 653
- Toil enables reproducible, open source, big biomedical data analyses
Authors: John Vivian, Arjun A. Rao, Frank Austin Nothaft, Christopher Ketchum, Joel Armstrong, Adam M. Novak, Jacob Pfeil, Jake Narkizian, Alden Deran, Audrey Musselman-Brown, Hannes Schmidt, Peter Amstutz, Brian Craft, Mary J. Goldman, Kate R. Rosenbloom, Melissa Cline, Brian D. O’Connor, Megan Hanna, Chet Birger, W. James Kent, David A. Patterson, Anthony D. Joseph, Jingchun Zhu, Sasha Zaranek, Gad Getz, David Haussler, Benedict Paten - Nature Biotechnology 2017 cited by 1,444
- The RISC-V Instruction Set Manual. Volume 1: User-Level ISA, Version 2.0
Authors: Andrew Waterman, Yunsup Lee, David A. Patterson, Krste Asanovi - OSD or Non-Service DoD Agency 2014 cited by 432
- Cloud Programming Simplified: A Berkeley View on Serverless Computing
Authors: Eric Jonas, Johann Schleier-Smith, Vikram Sreekanti, Chia-Che Tsai, Anurag Khandelwal, Qifan Pu, Vaishaal Shankar, João Carreira, Karl Krauth, Neeraja Jayant Yadwadkar, Joseph E. Gonzalez, Raluca Ada Popa, Ion Stoica, David A. Patterson - Microservices 2022 cited by 421
- A domain-specific supercomputer for training deep neural networks
Authors: Norman P. Jouppi, Doe Hyun Yoon, George Kurian, Sheng Li, Nishant Patil, James Laudon, Cliff Young, David A. Patterson - Communications of the ACM, Commun. ACM 2020 cited by 253
- The Design Process for Google's Training Chips: TPUv2 and TPUv3
Authors: Thomas Norrie, Nishant Patil, Doe Hyun Yoon, George Kurian, Sheng Li, James Laudon, Cliff Young, Norman P. Jouppi, David A. Patterson - IEEE Micro 2021 cited by 141
- TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings
Authors: Norman P. Jouppi, George Kurian, Sheng Li, Peter C. Ma, Rahul Nagarajan, Lifeng Nai, Nishant Patil, Suvinay Subramanian, Andy Swing, Brian Towles, Cliff Young, Xiang Zhou, Zongwei Zhou, David A. Patterson - Symposium on Computer Architecture, ISCA 2023 cited by 422
- The GAP Benchmark Suite
Authors: Scott Beamer, Krste Asanovic, David A. Patterson - arXiv (Cornell University), CoRR 2015 cited by 257
- The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink
Authors: David A. Patterson, Joseph E. Gonzalez, Urs Hölzle, Quoc V. Le, Liang Chen, Lluís-Miquel Munguía, Daniel Rothchild, David R. So, Maud Texier, Jeff Dean - Computer 2022 cited by 299
- What serverless computing is and should become: the next phase of cloud computing
Authors: Johann Schleier-Smith, Vikram Sreekanti, Anurag Khandelwal, João Carreira, Neeraja J. Yadwadkar, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica, David A. Patterson - Communications of the ACM, Commun. ACM 2021 cited by 208
- Benchmarking TinyML Systems: Challenges and Direction
Authors: Colby R. Banbury, Vijay Janapa Reddi, Max Lam, William Fu, Amin Fazel, Jeremy Holleman, Xinyuan Huang, Robert Hurtado, David Kanter, Anton Lokhmotov, David A. Patterson, Danilo Pau, Jae-sun Seo, Jeff Sieracki, Urmish Thakker, Marian Verhelst, Poonam Yadav - arXiv (Cornell University), CoRR 2020 cited by 198
- Motivation for and Evaluation of the First Tensor Processing Unit
Authors: Norman P. Jouppi, Cliff Young, Nishant Patil, David A. Patterson - IEEE Micro 2018 cited by 239
- MLPerf: An Industry Standard Benchmark Suite for Machine Learning Performance
Authors: Peter Mattson, Hanlin Tang, Gu-Yeon Wei, Carole-Jean Wu, Vijay Janapa Reddi, Christine Cheng, Cody Coleman, Greg Diamos, David Kanter, Paulius Micikevicius, David A. Patterson, Guenther Schmuelling - IEEE Micro 2020 cited by 161
- In-Datacenter Performance Analysis of a Tensor Processing Unit
Authors: Norman P. Jouppi, Cliff Young, Nishant Patil, David A. Patterson, Gaurav Agrawal, Raminder Bajwa, Sarah Bates, Suresh Bhatia, Nan Boden, Al Borchers, Rick Boyle, Pierre-luc Cantin, Clifford Chao, Chris Clark, Jeremy Coriell, Mike Daley, Matt Dau, Jeffrey Dean, Ben Gelb, Tara Vazir Ghaemmaghami, Rajendra Gottipati, William Gulland, Robert Hagmann, C. Richard Ho, Doug Hogberg, John Hu, Robert Hundt, Dan Hurt, Julian Ibarz, Aaron Jaffey, Alek Jaworski, Alexander Kaplan, Harshit Khaitan, Daniel Killebrew, Andy Koch, Naveen Kumar, Steve Lacy, James Laudon, James Law, Diemthu Le, Chris Leary, Zhuyuan Liu, Kyle Lucke, Alan Lundin, Gordon MacKean, Adriana Maggiore, Maire Mahony, Kieran Miller, Rahul Nagarajan, Ravi Narayanaswami, Ray Ni, Kathy Nix, Thomas Norrie, Mark Omernick, Narayana Penukonda, Andy Phelps, Jonathan Ross, Matt Ross, Amir Salek, Emad Samadiani, Chris Severn, Gregory Sizikov, Matthew Snelham, Jed Souter, Dan Steinberg, Andy Swing, Mercedes Tan, Gregory Thorson, Bo Tian, Horia Toma, Erick Tuttle, Vijay Vasudevan, Richard Walter, Walter Wang, Eric Wilcox, Doe Hyun Yoon - ISCA 2017 cited by 137
- Attack of the killer microseconds
Authors: Luiz André Barroso, Mike Marty, David A. Patterson, Parthasarathy Ranganathan - Communications of the ACM, Commun. ACM 2017 cited by 200
- A view of the parallel computing landscape
Authors: Krste Asanovic, Rastislav Bodík, James Demmel, Tony M. Keaveny, Kurt Keutzer, John Kubiatowicz, Nelson Morgan, David A. Patterson, Koushik Sen, John Wawrzynek, David Wessel, Katherine A. Yelick - Communications of the ACM, Commun. ACM 2009 cited by 627
- LogP: Towards a Realistic Model of Parallel Computation
Authors: David E. Culler, Richard M. Karp, David A. Patterson, Abhijit Sahay, Klaus E. Schauser, Eunice E. Santos, Ramesh Subramonian, Thorsten von Eicken - ACM SIGPLAN Notices, PPoPP 1993 cited by 1,504
- Above the Clouds: A Berkeley View of Cloud Computing
Authors: Michael Armbrust, Armando Fox, Rean Griffith, Anthony D. Joseph, Randy H. Katz, Andrew Konwinski, Gunho Lee, David A. Patterson, Ariel Rabkin, Ion Stoica, Matei Zaharia - 2009 cited by 5,748
